Author : G. Baleswari, K. Alekya, N. Bhavani, G. Yamini Durga, D. Mahitha

Entity recognition plays an important role in many natural language processing tasks, such as relation detection and information extraction. This paper presents a novel method to recognize entities in financial news. Investment named entity recognition helps the investors by validating the start-up in which they can invest by predicting the profit they get. Investment named entity help to know how much profit investors get by spending how much money in a start-up. The prediction of profit is made by using a machine learning method that is multiple linear regression.

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